Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects
Plant phenomics is a new avenue for linking plant genomics and environmental studies,
thereby improving plant breeding and management. Remote sensing techniques have …
thereby improving plant breeding and management. Remote sensing techniques have …
Review of remote sensing applications in grassland monitoring
The application of remote sensing technology in grassland monitoring and management has
been ongoing for decades. Compared with traditional ground measurements, remote …
been ongoing for decades. Compared with traditional ground measurements, remote …
Spatiotemporal dynamics of grassland aboveground biomass and its driving factors in North China over the past 20 years
J Ge, M Hou, T Liang, Q Feng, X Meng, J Liu… - Science of the Total …, 2022 - Elsevier
Although remote sensing has enabled rapid monitoring of grassland aboveground biomass
(AGB) at a regional scale, it is still a difficult challenge to construct an accurate estimation …
(AGB) at a regional scale, it is still a difficult challenge to construct an accurate estimation …
Lidar boosts 3D ecological observations and modelings: A review and perspective
The advent of lidar has revolutionized the way we observe and measure vegetation structure
from the ground and from above and represents a major advance toward the quantification …
from the ground and from above and represents a major advance toward the quantification …
A review of estimation methods for aboveground biomass in grasslands using UAV
Grasslands are one of the world's largest ecosystems, accounting for 30% of total terrestrial
biomass. Considering that aboveground biomass (AGB) is one of the most essential …
biomass. Considering that aboveground biomass (AGB) is one of the most essential …
[HTML][HTML] Comparing the performance of machine learning algorithms for estimating aboveground biomass in typical steppe of northern China using Sentinel imageries
Monitoring aboveground biomass (AGB) is crucial for assessing, managing, and utilizing
grassland ecosystems. While the technical form of combining remote sensing and machine …
grassland ecosystems. While the technical form of combining remote sensing and machine …
[HTML][HTML] Analysis of UAV lidar information loss and its influence on the estimation accuracy of structural and functional traits in a meadow steppe
Accurate quantification of grassland structural and functional traits is the foundation for
grassland management and restoration. Light detection and ranging (lidar), especially the …
grassland management and restoration. Light detection and ranging (lidar), especially the …
A new method for grassland degradation monitoring by vegetation species composition using hyperspectral remote sensing
X Lyu, X Li, D Dang, H Dou, X Xuan, S Liu, M Li… - Ecological …, 2020 - Elsevier
Grassland degradation is an important research topic on a global scale, since it can severely
restrict the development of animal husbandry and threaten ecological security. The proper …
restrict the development of animal husbandry and threaten ecological security. The proper …
[HTML][HTML] Grassland biomass spatiotemporal patterns and response to climate change in eastern Inner Mongolia based on XGBoost model estimates
Z Jia, Z Zhang, Y Cheng, S Borjigin, Z Quan - Ecological Indicators, 2024 - Elsevier
Aboveground biomass (AGB) is a key index that reflects grassland health and is of great
importance for grassland conservation and sustainable utilization. Many previous studies on …
importance for grassland conservation and sustainable utilization. Many previous studies on …
[HTML][HTML] A method to avoid spatial overfitting in estimation of grassland above-ground biomass on the Tibetan Plateau
H Yu, Y Wu, L Niu, Y Chai, Q Feng, W Wang… - Ecological Indicators, 2021 - Elsevier
Accurate assessments of grassland above-ground biomass (AGB) are crucial for the
sustainable utilization and protection of grassland resources and the eco-environment. In …
sustainable utilization and protection of grassland resources and the eco-environment. In …